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NeurIPS 2026TechnionCrusoe / TechnionTechnion - Israel Institute of THabana LabsEfficient attention & state-space models

More Value per Key: Asymmetric Sparse Attention for Faster LLM Decoding

Noam Elata, Itay Lamprecht, Mikey Shechter, Daniel Ohayon and 2 more

Paris Poster Session 2, Wed, Dec 9, 5:00 PM–7:00 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026Technion - Israel Institute of TCrusoe / TechnionHabana LabsTechnionEfficient attention & state-space models

Block Sparse Flash Attention

Block Sparse Flash Attention accelerates long-context inference by computing exact similarities to select top-k value blocks, skipping ~50% of computation for up to 1.38x kernel and 1.24x end-to-end speedups with minimal accuracy loss.

Daniel Ohayon, Itay Lamprecht, Itay Hubara, Israel Cohen and 2 more

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 11 of 20 reviewers recommend it
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